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Title: An introduction to compressed sensing (M) / M. Vidyasagar Dewey Class: 621.382 Author: Vidyasagar, Mathukumalli, 1947- Publication: Philadelphia : Siam, 2020 Physical Details: xi, 341 pages; 25 cm. Series: Computational science and engineering; 22 ISBN: 9781611976113 Summary Note: "The intended audience for the book consists of those who are interested in applying the theory of compressed sensing to practical problems, as well as those whose aim is to make further advances in the theory"-- Provided by publisher.: Contents note: Mathematical preliminaries -- Compressed sensing : problem formulations -- Null-space based conditions -- Concepts from graph theory -- Deterministic construction of measurement matrices -- Probabilistic construction of measurement matrices -- Matrix recovery and completion -- Some recent approaches to vector recovery -- Optimization algorithms -- Case studies. ------------------------------ 0000000044726 Disponibile a: SISSA General 519.6 VID -----------------------------------------------
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